{"id":"W4401990016","doi":"10.3138/ijmsch.2023.2302","title":"Osteoporosis Management in Patients with Hip Fracture post Fall","year":2024,"lang":"en","type":"article","venue":"International Journal of Men s Social and Community Health","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hip fracture; Osteoporosis; Medicine; Fall prevention; Fracture (geology); Physical therapy; Medical emergency; Poison control; Injury prevention; Internal medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049801,0.0001152381,0.0002949504,0.0006848742,0.0005291634,0.000339966,0.0002019977,0.0003184385,0.002732604],"category_scores_gemma":[0.001365992,0.00008478258,0.0002759047,0.001074973,0.0001457293,0.0002225997,0.0002443781,0.0003909458,0.0001869294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003474996,"about_ca_system_score_gemma":0.0006369459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00357639,"about_ca_topic_score_gemma":0.006030621,"domain_scores_codex":[0.9997689,0.00004145339,0.00004478412,0.00002463513,0.00006894646,0.00005127248],"domain_scores_gemma":[0.9995784,0.00007321779,0.0002296016,0.00000551916,0.00003728005,0.00007587634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005991415,0.00006618605,0.9891157,0.00008676187,0.00001896586,0.001094196,0.0001143905,0.00001810581,0.00008430544,0.00002211878,0.0006610893,0.0086583],"study_design_scores_gemma":[0.00002278857,0.0002664901,0.9876493,0.0002068491,0.00004444141,0.009347985,0.0007268226,0.0001066726,0.00007000182,0.0001152247,0.001437606,0.000005912025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881593,0.005584209,0.00009432939,0.00145079,0.00005482087,0.00005444241,0.0004964911,0.00001124426,0.004094261],"genre_scores_gemma":[0.9977136,0.00140422,0.0001346292,0.0002335467,0.000058492,0.00002046436,0.0002299061,9.59972e-7,0.0002042382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00357639,"threshold_uncertainty_score":0.009141445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163551333453823,"score_gpt":0.3304270649150322,"score_spread":0.3140719315696499,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}